資料來源:
三民書局
Foundations of linear and generalized linear models / Alan Agresti.
- 作者： Agresti, Alan.
- 其他題名：
- Wiley series in probability and statistics.
- 出版： Hoboken, NJ : Wiley c2015.
- 叢書名： Wiley series in probability and statistics
- 主題： Mathematical analysis--Foundations. , Linear models (Statistics)
- ISBN： 9781118730034 (bound): NT3262 、 1118730038 (bound)
- 一般註：Includes bibliographical references and index.
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讀者標籤：
- 系統號： 000252661 | 機讀編目格式
館藏資訊
"This book presents an overview of the foundations and the key ideas and results of linear and generalized linear models under one cover"--
摘要註
"This book presents an overview of the foundations and the key ideas and results of linear and generalized linear models under one cover. Written by a prolific academic, researcher, and textbook writer, Foundations of Linear and Generalized Linear Models is soon to become the gold standard by which all existing textbooks on the topic will be compared. While the emphasis is clearly and succinctly on theoretical underpinnings, applications in "R" are presented when they help to elucidate the content or promote practical model building. Each chapter contains approximately 15-20 exercises, primarily for readers to practice and extend the theory, but, also to assimilate the ideas by doing some data analysis. The carefully crafted models and examples convey basic concepts and do not get mired down in non-trivial considerations. An author-maintained web site includes, among other numerous pedagogical supplements, analyses that parallel the "R" routines from the book in SAS, SPSS and Stata"--
